Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "36" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 95 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 91 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.396757 | -0.983352 | 1.398109 | 1.097970 | -0.567653 | 0.071625 | -0.220707 | 0.378091 | 0.0806 | 0.0752 | 0.0073 | 1.250651 | 1.251320 |
| 2459593 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.090038 | -1.452553 | 2.180569 | 0.707498 | 0.003315 | 0.422044 | -0.906496 | -0.597991 | 0.0913 | 0.0857 | 0.0100 | 1.229928 | 1.227971 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.686341 | -0.675757 | 0.129744 | -0.498762 | -0.166210 | 0.557392 | -1.896426 | -0.058871 | 0.0280 | 0.0276 | 0.0006 | nan | nan |
| 2459591 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.072171 | -1.724707 | 2.769801 | 1.499540 | -0.059621 | 0.263208 | -1.211819 | -0.334426 | 0.0905 | 0.0888 | 0.0118 | 1.192252 | 1.191909 |
| 2459590 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.158933 | -1.347746 | 2.336858 | 0.873845 | -0.028968 | -0.093714 | -0.831394 | -0.013382 | 0.0938 | 0.0870 | 0.0121 | 1.235178 | 1.232897 |
| 2459589 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.148383 | -1.615386 | 1.869355 | 0.698623 | -0.030655 | -0.485133 | 0.737673 | -0.021853 | 0.0859 | 0.0755 | 0.0095 | 1.229216 | 1.228998 |
| 2459588 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.599867 | -0.895122 | 2.725878 | 0.764442 | -0.476203 | -0.129729 | -0.380518 | -0.435670 | 0.0518 | 0.0656 | 0.0042 | 1.218426 | 1.216398 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 0.343004 | -1.389096 | 5.054516 | 2.518009 | 2.239540 | 0.912839 | -0.946688 | 0.328935 | nan | nan | nan | 4.742597 | 1.090199 |
| 2459586 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.158488 | -0.954925 | 0.739154 | -0.351054 | -0.258026 | -0.830762 | -1.149024 | -0.380678 | 0.0930 | 0.0798 | 0.0121 | 1.217626 | 1.218888 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.802090 | -0.828779 | 0.678121 | -0.505224 | 0.135268 | -0.913328 | -1.697221 | -0.336008 | 0.0302 | 0.0306 | 0.0014 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.376645 | 0.585070 | 7.172106 | 2.653824 | 18.816724 | 9.900425 | -0.293521 | 0.453148 | 0.0793 | 0.0710 | 0.0106 | 3.381914 | 0.849578 |
| 2459583 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.933695 | -0.527798 | 3.769343 | 1.600324 | 1.145992 | -0.264212 | -1.113197 | -0.469718 | 0.0939 | 0.0819 | 0.0128 | 1.329753 | 1.333241 |
| 2459582 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.898275 | -0.703074 | 3.650232 | 1.425862 | 1.902764 | 0.258491 | -0.724338 | -0.528358 | 0.0559 | 0.0652 | 0.0043 | 1.261649 | 1.265232 |
| 2459581 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.154534 | -0.537146 | 3.311513 | 1.772100 | 1.325073 | 0.478446 | -1.090405 | -0.666881 | 0.0907 | 0.0763 | 0.0116 | 1.186489 | 1.195325 |
| 2459580 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.170357 | -0.281788 | 4.252675 | 1.894394 | 2.144775 | 0.315500 | -0.923492 | 0.358891 | 0.0578 | 0.0674 | 0.0051 | 1.304690 | 1.306036 |
| 2459579 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.256911 | -0.378617 | 4.883062 | 2.092113 | 1.900496 | 0.416754 | -1.123485 | 0.305593 | 0.0910 | 0.0677 | 0.0105 | 1.241794 | 1.242111 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.004153 | 0.681916 | 0.618808 | 0.703753 | -0.722906 | 1.035409 | -0.542257 | -0.548295 | 0.0284 | 0.0277 | 0.0006 | nan | nan |
| 2459577 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459576 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.853374 | -0.770681 | 2.304442 | 0.834871 | 1.814416 | -0.550388 | -0.781688 | -0.530361 | 0.0992 | 0.0717 | 0.0119 | 1.203451 | 1.206529 |
| 2459575 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.904022 | -1.072129 | 2.472656 | 0.782053 | 1.533783 | -0.271435 | 2.005543 | 0.316752 | 0.0952 | 0.0701 | 0.0084 | 0.000000 | 0.000000 |
| 2459574 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.757412 | -0.852422 | 2.115586 | 0.587683 | 1.437947 | 0.207741 | -1.057179 | -0.753797 | 0.0921 | 0.0743 | 0.0112 | 1.223500 | 1.229764 |
| 2459573 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.449064 | -0.654995 | 5.096201 | 2.405627 | 2.003915 | -0.306872 | -1.277672 | -0.197094 | 0.0937 | 0.0756 | 0.0120 | 0.000000 | 0.000000 |
| 2459572 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.860545 | -0.988615 | 2.354310 | 0.838013 | 1.142991 | -0.351539 | -1.139824 | 1.357606 | 0.0979 | 0.0824 | 0.0125 | 1.323349 | 1.327963 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.093729 | 0.657363 | 0.713644 | 0.626064 | -0.159721 | 0.693578 | -0.602076 | -0.449061 | 0.0292 | 0.0283 | 0.0009 | nan | nan |
| 2459570 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.243115 | 0.087550 | 0.265080 | 0.142483 | 0.022851 | -0.022851 | -1.230160 | -0.832033 | 0.0801 | 0.0836 | 0.0117 | 1.214242 | 1.213187 |
| 2459569 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.244869 | -0.899521 | 2.621250 | 1.092997 | 1.293038 | 0.006159 | 1.776503 | 0.691615 | 0.0915 | 0.0726 | 0.0069 | 1.264232 | 1.270583 |
| 2459566 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.986483 | -0.694749 | 3.414373 | 1.521998 | 1.718998 | 0.511007 | -1.230865 | -0.388151 | 0.0877 | 0.0756 | 0.0108 | -0.000000 | -0.000000 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | -0.458228 | -0.458228 | -0.411532 | -0.411532 | -0.677191 | -0.677191 | -0.808887 | -0.808887 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.029774 | -0.951693 | -2.264301 | -1.545835 | 4.586210 | 1.222683 | -0.514188 | 0.975913 | 0.0915 | 0.0804 | 0.0090 | 1.212389 | 1.217878 |
| 2459563 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.136778 | -0.598240 | 1.069571 | 0.315278 | 0.210443 | 0.712377 | -0.716145 | 1.279786 | 0.0955 | 0.0837 | 0.0104 | 1.156012 | 1.153183 |
| 2459562 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.728335 | -1.447307 | -2.476015 | -1.449305 | -1.401962 | -0.083388 | -0.718534 | 0.199902 | 0.0999 | 0.0850 | 0.0106 | 1.225657 | 1.231436 |
| 2459561 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.491820 | -1.646815 | -2.412782 | -1.587369 | -1.162387 | 0.004544 | -1.170719 | 0.472605 | 0.0849 | 0.0751 | 0.0066 | 1.262714 | 1.272530 |
| 2459560 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.675949 | -1.309921 | -2.407737 | -1.574691 | -0.962617 | -0.173947 | -0.629017 | 0.240993 | 0.0942 | 0.0779 | 0.0109 | 1.266448 | 1.276066 |
| 2459559 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.594872 | -1.466569 | -2.341179 | -1.729365 | -1.246520 | -0.286281 | -0.717785 | -0.473690 | 0.0867 | 0.0630 | 0.0076 | 1.217535 | 1.221413 |
| 2459558 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.212445 | -0.396882 | 4.261406 | 1.640861 | 1.646563 | -0.265290 | -0.950706 | 0.074700 | 0.0951 | 0.0803 | 0.0093 | 1.215157 | 1.216192 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0295 | 0.0284 | 0.0009 | nan | nan |
| 2459556 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.288710 | -0.309611 | 4.443470 | 1.648870 | 1.884656 | 0.064342 | -1.600455 | 0.286458 | 0.0760 | 0.0720 | 0.0049 | 1.195322 | 1.194213 |
| 2459554 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0935 | 0.0779 | 0.0096 | nan | nan |
| 2459553 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0730 | 0.0613 | 0.0044 | nan | nan |
| 2459552 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.235106 | -0.263527 | 5.893707 | 3.452512 | 3.635224 | 0.291238 | -0.861321 | -0.516960 | 0.0835 | 0.0697 | 0.0090 | 10.650549 | 8.694952 |
| 2459551 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.975301 | -1.273548 | -2.889691 | -1.924033 | -1.844858 | -0.475292 | -0.809596 | -0.256375 | 0.0836 | 0.0827 | 0.0098 | 1.222490 | 1.226173 |
| 2459550 | digital_ok | - | 98.35% | 98.35% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0465 | 0.0466 | 0.0012 | nan | nan |
| 2459549 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.184586 | -0.109931 | 4.089567 | 1.822460 | 2.135293 | 0.321830 | -0.981635 | -0.055804 | 0.0820 | 0.0773 | 0.0097 | 1.204293 | 1.203906 |
| 2459542 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.795837 | -0.386813 | 2.996621 | 1.751947 | 2.944419 | 0.580256 | -0.832234 | 0.518261 | 0.0881 | 0.0802 | 0.0097 | 1.206385 | 1.204818 |
| 2459541 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.747935 | -0.856250 | 5.339804 | 2.393069 | 2.796455 | 1.126064 | 1.305105 | 0.628474 | 0.0957 | 0.0798 | 0.0102 | 1.236867 | 1.233290 |
| 2459540 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.420484 | -1.326095 | -1.207565 | -1.640715 | -2.412177 | -1.592340 | -1.254082 | -0.494189 | 0.0925 | 0.0752 | 0.0121 | 1.225235 | 1.221874 |
| 2459536 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.288711 | -0.476313 | 7.008460 | 3.995263 | 5.372888 | 1.750769 | -0.288570 | 0.734509 | 0.0909 | 0.0761 | 0.0130 | 1.156993 | 1.153868 |
| 2459535 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.159010 | -0.961558 | -1.365640 | -1.527331 | -2.704989 | -1.460572 | -0.972264 | -0.387270 | 0.1125 | 0.0850 | 0.0190 | 1.263265 | 1.258411 |
| 2459534 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.139243 | -1.138112 | -2.261438 | -1.508379 | -1.698134 | -0.866012 | -0.570647 | 0.169871 | 0.1061 | 0.0759 | 0.0101 | 1.217692 | 1.214425 |
| 2459533 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.661579 | 0.135755 | 4.399465 | 2.095251 | 1.959929 | 0.983327 | -1.308882 | 0.401044 | 0.0898 | 0.0752 | 0.0097 | 1.229614 | 1.228391 |
| 2459532 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.052891 | 0.177146 | 5.879834 | 2.667736 | 2.950968 | 1.319523 | -1.210708 | 0.035819 | 0.0918 | 0.0745 | 0.0113 | 1.261824 | 1.259153 |
| 2459530 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.497672 | -1.449648 | -2.189137 | -1.439578 | -1.591294 | -0.355265 | -0.604327 | 0.892911 | 0.1162 | 0.0777 | 0.0144 | 1.274190 | 1.268300 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.828734 | -0.801141 | 4.835377 | 2.400062 | 5.627741 | 1.642577 | -1.078857 | 0.103485 | 0.0910 | 0.0794 | 0.0059 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 1.925134 | -1.495759 | 5.503757 | 2.981073 | 29.079879 | 29.434814 | 13.853501 | 15.660685 | nan | nan | nan | 1.480896 | 1.487515 |
| 2459522 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.011065 | 0.700029 | 6.082112 | 3.246035 | 0.364557 | 9.440842 | -0.616756 | 3.485176 | 0.0910 | 0.0820 | 0.0059 | 1.238075 | 1.239812 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.338764 | 0.705573 | 0.342801 | 0.012843 | 0.321016 | 2.256077 | -0.623624 | -0.094174 | 0.0317 | 0.0331 | 0.0015 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 0.308317 | -0.844706 | 3.815248 | 1.373077 | 2.987127 | 1.685477 | 2.488131 | 0.951811 | 0.9071 | 0.9567 | 0.1815 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.358531 | -1.301140 | 4.921500 | 1.463200 | 3.103044 | 4.717749 | -0.308719 | 0.942311 | 0.8884 | 0.8533 | 0.2055 | 10.202640 | 8.704844 |
| 2459503 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.360788 | 0.153566 | 5.343127 | 2.658107 | 7.837973 | 3.851209 | -0.629796 | -0.616247 | 0.8479 | 0.8556 | 0.4947 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.860699 | -1.246114 | 0.188349 | 0.671728 | 1.860699 | 0.164919 | 0.017657 | 0.071029 | -1.193371 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.260700 | -1.749691 | 0.020158 | 0.932361 | 2.260700 | 0.355341 | -0.333106 | -0.247909 | -1.101309 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.795062 | 0.674873 | -1.323995 | 1.795062 | 0.826149 | 0.060080 | 0.007336 | -0.547625 | -0.214416 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 3.301860 | -1.229276 | 0.213574 | 1.586014 | 3.301860 | 0.996240 | 0.079731 | -0.044496 | -0.843639 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.894927 | 0.165077 | -1.362776 | 1.894927 | 0.689316 | -0.573853 | -0.398186 | -0.886367 | -0.009520 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.837097 | 0.389129 | -1.546376 | 1.837097 | 0.584292 | -0.156192 | 0.176541 | -1.515586 | -0.640558 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.810109 | -0.295386 | -1.254500 | 1.810109 | 0.299858 | 1.357232 | 1.402186 | -0.208458 | 0.775447 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.304614 | 0.241070 | -1.784989 | 1.304614 | 0.452657 | 0.098385 | 0.053934 | -1.223110 | -0.185631 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.870517 | 0.567340 | -1.890335 | 1.870517 | 0.742018 | 0.358417 | 0.281449 | 0.695385 | 1.001593 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.538312 | -2.180421 | 0.466731 | 1.035900 | 2.538312 | 0.052287 | -0.310913 | 0.044352 | -0.789872 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Power | inf | 326.281129 | 326.114752 | inf | inf | 54.594749 | 54.697115 | 607.357488 | 640.264061 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.611643 | -1.214130 | 0.656583 | 0.646209 | 2.611643 | 0.677878 | 2.308900 | 0.424755 | -0.412679 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 1.171196 | 0.713888 | -0.677690 | 0.341501 | -0.908576 | 0.201461 | 1.171196 | -1.460513 | 0.019429 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.985950 | -0.220857 | -1.886785 | 1.985950 | 0.907367 | 0.619303 | 0.545988 | -0.666346 | -0.087654 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.367268 | -0.124516 | -0.677973 | 2.367268 | 0.996409 | 0.022719 | 0.002333 | 0.529191 | 0.719646 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.857675 | -1.459710 | 0.088871 | 1.344779 | 2.857675 | -0.036158 | -0.578456 | 0.794653 | -0.732861 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.134404 | 0.276069 | -1.512319 | 2.134404 | 0.610246 | 0.515549 | 0.491301 | -1.223337 | -0.351228 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.337570 | -1.650879 | 0.360296 | 0.585480 | 2.337570 | 0.277169 | -0.370654 | 0.532772 | -0.761672 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.075141 | -1.429749 | 0.158174 | 0.823929 | 2.075141 | -0.278921 | -0.128788 | -0.432655 | -1.206339 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.230576 | -0.621283 | 0.243375 | 0.523201 | 1.230576 | -0.100480 | 0.545064 | 0.371250 | 0.802528 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.398109 | 0.396757 | -0.983352 | 1.398109 | 1.097970 | -0.567653 | 0.071625 | -0.220707 | 0.378091 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.180569 | -0.090038 | -1.452553 | 2.180569 | 0.707498 | 0.003315 | 0.422044 | -0.906496 | -0.597991 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Shape | 0.686341 | -0.675757 | 0.686341 | -0.498762 | 0.129744 | 0.557392 | -0.166210 | -0.058871 | -1.896426 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.769801 | -1.724707 | 0.072171 | 1.499540 | 2.769801 | 0.263208 | -0.059621 | -0.334426 | -1.211819 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.336858 | 0.158933 | -1.347746 | 2.336858 | 0.873845 | -0.028968 | -0.093714 | -0.831394 | -0.013382 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.869355 | -1.615386 | 0.148383 | 0.698623 | 1.869355 | -0.485133 | -0.030655 | -0.021853 | 0.737673 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.725878 | 0.599867 | -0.895122 | 2.725878 | 0.764442 | -0.476203 | -0.129729 | -0.380518 | -0.435670 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 5.054516 | -1.389096 | 0.343004 | 2.518009 | 5.054516 | 0.912839 | 2.239540 | 0.328935 | -0.946688 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 0.739154 | 0.158488 | -0.954925 | 0.739154 | -0.351054 | -0.258026 | -0.830762 | -1.149024 | -0.380678 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Shape | 1.802090 | 1.802090 | -0.828779 | 0.678121 | -0.505224 | 0.135268 | -0.913328 | -1.697221 | -0.336008 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 18.816724 | 2.376645 | 0.585070 | 7.172106 | 2.653824 | 18.816724 | 9.900425 | -0.293521 | 0.453148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 3.769343 | 0.933695 | -0.527798 | 3.769343 | 1.600324 | 1.145992 | -0.264212 | -1.113197 | -0.469718 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 3.650232 | -0.703074 | 0.898275 | 1.425862 | 3.650232 | 0.258491 | 1.902764 | -0.528358 | -0.724338 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 3.311513 | 1.154534 | -0.537146 | 3.311513 | 1.772100 | 1.325073 | 0.478446 | -1.090405 | -0.666881 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 4.252675 | -0.281788 | 1.170357 | 1.894394 | 4.252675 | 0.315500 | 2.144775 | 0.358891 | -0.923492 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 4.883062 | 1.256911 | -0.378617 | 4.883062 | 2.092113 | 1.900496 | 0.416754 | -1.123485 | 0.305593 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 1.035409 | 1.004153 | 0.681916 | 0.618808 | 0.703753 | -0.722906 | 1.035409 | -0.542257 | -0.548295 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.304442 | -0.770681 | 0.853374 | 0.834871 | 2.304442 | -0.550388 | 1.814416 | -0.530361 | -0.781688 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.472656 | -1.072129 | 0.904022 | 0.782053 | 2.472656 | -0.271435 | 1.533783 | 0.316752 | 2.005543 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.115586 | 0.757412 | -0.852422 | 2.115586 | 0.587683 | 1.437947 | 0.207741 | -1.057179 | -0.753797 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 5.096201 | -0.654995 | 1.449064 | 2.405627 | 5.096201 | -0.306872 | 2.003915 | -0.197094 | -1.277672 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.354310 | -0.988615 | 0.860545 | 0.838013 | 2.354310 | -0.351539 | 1.142991 | 1.357606 | -1.139824 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Shape | 1.093729 | 0.657363 | 1.093729 | 0.626064 | 0.713644 | 0.693578 | -0.159721 | -0.449061 | -0.602076 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 0.265080 | 0.243115 | 0.087550 | 0.265080 | 0.142483 | 0.022851 | -0.022851 | -1.230160 | -0.832033 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.621250 | -0.899521 | -0.244869 | 1.092997 | 2.621250 | 0.006159 | 1.293038 | 0.691615 | 1.776503 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 3.414373 | -0.694749 | 0.986483 | 1.521998 | 3.414373 | 0.511007 | 1.718998 | -0.388151 | -1.230865 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Power | -0.411532 | -0.458228 | -0.458228 | -0.411532 | -0.411532 | -0.677191 | -0.677191 | -0.808887 | -0.808887 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 4.586210 | -0.029774 | -0.951693 | -2.264301 | -1.545835 | 4.586210 | 1.222683 | -0.514188 | 0.975913 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 1.279786 | 1.136778 | -0.598240 | 1.069571 | 0.315278 | 0.210443 | 0.712377 | -0.716145 | 1.279786 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 0.199902 | -0.728335 | -1.447307 | -2.476015 | -1.449305 | -1.401962 | -0.083388 | -0.718534 | 0.199902 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 0.472605 | -0.491820 | -1.646815 | -2.412782 | -1.587369 | -1.162387 | 0.004544 | -1.170719 | 0.472605 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 0.240993 | -0.675949 | -1.309921 | -2.407737 | -1.574691 | -0.962617 | -0.173947 | -0.629017 | 0.240993 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | -0.286281 | -0.594872 | -1.466569 | -2.341179 | -1.729365 | -1.246520 | -0.286281 | -0.717785 | -0.473690 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 4.261406 | -0.396882 | 1.212445 | 1.640861 | 4.261406 | -0.265290 | 1.646563 | 0.074700 | -0.950706 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 4.443470 | -0.309611 | 1.288710 | 1.648870 | 4.443470 | 0.064342 | 1.884656 | 0.286458 | -1.600455 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 5.893707 | -0.263527 | 2.235106 | 3.452512 | 5.893707 | 0.291238 | 3.635224 | -0.516960 | -0.861321 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | -0.256375 | -1.273548 | -0.975301 | -1.924033 | -2.889691 | -0.475292 | -1.844858 | -0.256375 | -0.809596 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 4.089567 | 1.184586 | -0.109931 | 4.089567 | 1.822460 | 2.135293 | 0.321830 | -0.981635 | -0.055804 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.996621 | -0.386813 | 0.795837 | 1.751947 | 2.996621 | 0.580256 | 2.944419 | 0.518261 | -0.832234 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 5.339804 | -0.856250 | 0.747935 | 2.393069 | 5.339804 | 1.126064 | 2.796455 | 0.628474 | 1.305105 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Shape | 0.420484 | -1.326095 | 0.420484 | -1.640715 | -1.207565 | -1.592340 | -2.412177 | -0.494189 | -1.254082 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 7.008460 | -0.476313 | 1.288711 | 3.995263 | 7.008460 | 1.750769 | 5.372888 | 0.734509 | -0.288570 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Shape | 0.159010 | 0.159010 | -0.961558 | -1.365640 | -1.527331 | -2.704989 | -1.460572 | -0.972264 | -0.387270 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 0.169871 | -1.138112 | -0.139243 | -1.508379 | -2.261438 | -0.866012 | -1.698134 | 0.169871 | -0.570647 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 4.399465 | 1.661579 | 0.135755 | 4.399465 | 2.095251 | 1.959929 | 0.983327 | -1.308882 | 0.401044 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 5.879834 | 2.052891 | 0.177146 | 5.879834 | 2.667736 | 2.950968 | 1.319523 | -1.210708 | 0.035819 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 0.892911 | -1.449648 | -0.497672 | -1.439578 | -2.189137 | -0.355265 | -1.591294 | 0.892911 | -0.604327 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 5.627741 | 0.828734 | -0.801141 | 4.835377 | 2.400062 | 5.627741 | 1.642577 | -1.078857 | 0.103485 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 29.434814 | 1.925134 | -1.495759 | 5.503757 | 2.981073 | 29.079879 | 29.434814 | 13.853501 | 15.660685 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 9.440842 | 0.700029 | 2.011065 | 3.246035 | 6.082112 | 9.440842 | 0.364557 | 3.485176 | -0.616756 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 2.256077 | 0.705573 | 1.338764 | 0.012843 | 0.342801 | 2.256077 | 0.321016 | -0.094174 | -0.623624 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 3.815248 | -0.844706 | 0.308317 | 1.373077 | 3.815248 | 1.685477 | 2.987127 | 0.951811 | 2.488131 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 5.384640 | 1.526346 | -0.822016 | 5.384640 | 2.104567 | 4.062313 | 1.421189 | -1.671301 | -0.225133 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 4.921500 | -1.301140 | 1.358531 | 1.463200 | 4.921500 | 4.717749 | 3.103044 | 0.942311 | -0.308719 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 7.837973 | 2.360788 | 0.153566 | 5.343127 | 2.658107 | 7.837973 | 3.851209 | -0.629796 | -0.616247 |